表观遗传学
牲畜
生物
基因组选择
生物技术
基因组学
基因组信息
选择(遗传算法)
微生物群
数据科学
计算生物学
基因组
计算机科学
生物信息学
遗传学
生态学
DNA甲基化
基因
基因表达
基因型
单核苷酸多态性
人工智能
作者
Michel Georges,Carole Charlier,Ben J. Hayes
标识
DOI:10.1038/s41576-018-0082-2
摘要
The world demand for animal-based food products is anticipated to increase by 70% by 2050. Meeting this demand in a way that has a minimal impact on the environment will require the implementation of advanced technologies, and methods to improve the genetic quality of livestock are expected to play a large part. Over the past 10 years, genomic selection has been introduced in several major livestock species and has more than doubled genetic progress in some. However, additional improvements are required. Genomic information of increasing complexity (including genomic, epigenomic, transcriptomic and microbiome data), combined with technological advances for its cost-effective collection and use, will make a major contribution. Improvements to livestock genetics will be critical to tackling the looming food crisis. Achieving this goal will require implementation of improved genomic technologies and better use of a wider range of genomic information.
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